Migrating to the Stateless MCP Spec: A Practical Plan
The 2026-07-28 spec broke things on purpose. Here is a migration plan that gets you onto the stateless core without…
MCP Apps and Extensions: What the New Framework Actually Enables
MCP now has a formal extensions framework, with MCP Apps, Enterprise-Managed Authorization and Tasks as the first members. Here is…
7 Best Open-Source AI Agent Frameworks in 2026
LangGraph leads on enterprise adoption with 34.5 million monthly downloads. Here is how the seven leading open-source agent frameworks actually…
Technical Debt in AI-Generated Codebases: How to Measure and Pay It Down
Duplication is up 81%, reuse down 70%, and Forrester expects 75% of tech leaders to face serious technical debt this…
Feature Flags for AI Features: Shipping Models Without Shipping Risk
A model change is a deploy you did not make, on a schedule you do not control. Feature flags are…
API Design for AI Consumers: Making Your Endpoints Agent-Ready
Agents read your API differently from developers. Here is what to change in naming, errors, pagination and documentation so an…